tf.keras.applications.MobileNetV3Small

Instantiates the MobileNetV3Small architecture.

Reference:

The following table describes the performance of MobileNets v3:

MACs stands for Multiply Adds

Classification Checkpoint MACs(M) Parameters(M) Top1 Accuracy Pixel1 CPU(ms)
mobilenet_v3_large_1.0_224 217 5.4 75.6 51.2
mobilenet_v3_large_0.75_224 155 4.0 73.3 39.8
mobilenet_v3_large_minimalistic_1.0_224 209 3.9 72.3 44.1
mobilenet_v3_small_1.0_224 66 2.9 68.1 15.8
mobilenet_v3_small_0.75_224 44 2.4 65.4 12.8
mobilenet_v3_small_minimalistic_1.0_224 65 2.0 61.9 12.2

For image classification use cases, see this page for detailed examples.

For transfer learning use cases, make sure to read the guide to transfer learning & fine-tuning.